Understanding Non-linearity in Graph Neural Networks from the Bayesian-Inference Perspective

Rongzhe Wei, Haoteng Yin, Junteng Jia +2

Graph neural networks (GNNs) have shown superiority in many prediction tasks over graphs due to their impressive capability of capturing nonlinear relations in graph-structured dat…